University of Minnesota Classifieds>University of Minnesota Online Courses>Linear Kalman Filter Deep Dive (and Target Tracking)

Linear Kalman Filter Deep Dive (and Target Tracking)

About this Course

As a follow-on course to \"Kalman Filter Boot Camp\", this course derives the steps of the linear Kalman filter to give understanding regarding how to adjust the method to applications that violate the standard assumptions. Applies this understanding to enhancing the robustness of the filter and to extend to applications including prediction and smoothing. Shows how to implement a target-tracking application in Octave code using an interacting multiple-model Kalman filter.

Created by: University of Colorado System


Related Online Courses

The course \"Automating Infrastructure - Chef for DevOps\" is a comprehensive skill enhancement program designed for developers aiming to become proficient DevOps professionals. This course offers... more
The Risk Management Framework (RMF) provides a disciplined, structured and flexible process for managing security and privacy risk. It includes information security categorization; control... more
In this course, you will: - Explore the applications of GANs and examine them wrt data augmentation, privacy, and anonymity - Leverage the image-to-image translation framework and identify... more
This Specialization equips professionals with essential skills to succeed in multicultural teams by covering cultural differences, effective communication, and conflict management. Through three... more
In this 1-hour long project-based course, you will learn how to compare the performance of different securities using financial statistics (normal distributions) and the Google Sheets toolkit to... more

CONTINUE SEARCH

FOLLOW COLLEGE PARENT CENTRAL